Zhigang Ma

According to our database, Zhigang Ma authored at least 53 papers between 2011 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

Spatial distribution characteristics in water yield property of middle Jurassic sandstone aquifers using nonlinear combination method.

Jingzhong Zhu, Yuguang Zhang, Wenping Li, Qiqing Wang, Zhigang Ma, Xiaoqin Li

Earth Sci. Informatics, January, 2025

Scale-Aware Domain Adaptation for Surface Defects Detection on Machine Tool Components in Contaminant Measurements.

Peng Chen, Zhigang Ma, Chaojun Xu, Mian Zhang, He Li, Kai Zheng, Yaqiang Jin

IEEE Trans. Instrum. Meas., 2025

2024

Self-Supervised Transfer Learning for Remote Wear Evaluation in Machine Tool Elements With Imaging Transmission Attenuation.

Peng Chen, Zhigang Ma, Chaojun Xu, Yaqiang Jin, Chengning Zhou

IEEE Internet Things J., July, 2024

Cross-Scale Feature Blending Model for Surface Defect Identification in Machine Tool Elements Resilient to Contaminant Interference.

Dong Wu, Chunhua Guo, Renpu Li, Zhigang Ma

IEEE Access, 2024

2023

Fixed-Time Controller Design for a Quadrotor UAV with Asymmetric Output Error Constraints.

Fang Wang, Zhigang Ma, Chao Zhou, Zheng Zhang, Changchun Hua, Qun Zong

J. Syst. Sci. Complex., October, 2023

A Mixed Samples-Driven Methodology Based on Denoising Diffusion Probabilistic Model for Identifying Damage in Carbon Fiber Composite Structures.

Peng Chen, Chaojun Xu, Zhigang Ma, Yaqiang Jin

IEEE Trans. Instrum. Meas., 2023

2019

Adaptive Structure Discovery for Multimedia Analysis Using Multiple Features.

Kun Zhan, Xiaojun Chang, Junpeng Guan, Ling Chen, Zhigang Ma, Yi Yang

IEEE Trans. Cybern., 2019

2018

Joint Attributes and Event Analysis for Multimedia Event Detection.

Zhigang Ma, Xiaojun Chang, Zhongwen Xu, Nicu Sebe, Alexander G. Hauptmann

IEEE Trans. Neural Networks Learn. Syst., 2018

Joint Concept Correlation and Feature-Concept Relevance Learning for Multilabel Classification.

Xiaowei Zhao, Zhigang Ma, Zhi Li, Zhihui Li

Neural Comput., 2018

Balanced Clustering via Exclusive Lasso: A Pragmatic Approach.

Zhihui Li, Feiping Nie, Xiaojun Chang, Zhigang Ma, Yi Yang

Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

2017

The Many Shades of Negativity.

Zhigang Ma, Xiaojun Chang, Yi Yang, Nicu Sebe, Alexander G. Hauptmann

IEEE Trans. Multim., 2017

Feature Interaction Augmented Sparse Learning for Fast Kinect Motion Detection.

Xiaojun Chang, Zhigang Ma, Ming Lin, Yi Yang, Alexander G. Hauptmann

IEEE Trans. Image Process., 2017

Bi-Level Semantic Representation Analysis for Multimedia Event Detection.

Xiaojun Chang, Zhigang Ma, Yi Yang, Zhiqiang Zeng, Alexander G. Hauptmann

IEEE Trans. Cybern., 2017

2016

Guest Editorial: Representation Learning for Multimedia Data Understanding.

Yan Yan, Zhigang Ma, Bingbing Ni

Multim. Tools Appl., 2016

Outlier correction method of telemetry data based on wavelet transformation and Wright criterion.

Zhigang Ma, Wenyi Liu

Multim. Tools Appl., 2016

Event-based media processing and analysis: A survey of the literature.

Christos Tzelepis, Zhigang Ma, Vasileios Mezaris, Bogdan Ionescu, Ioannis Kompatsiaris, Giulia Boato, Nicu Sebe, Shuicheng Yan

Image Vis. Comput., 2016

Special Issue on Event-based Media Processing and Analysis.

Bogdan Ionescu, Giulia Boato, Zhigang Ma, Yiannis Kompatsiaris, Nicu Sebe, Shuicheng Yan

Image Vis. Comput., 2016

Strategies for Searching Video Content with Text Queries or Video Examples.

Shoou-I Yu, Yi Yang, Zhongwen Xu, Shicheng Xu, Deyu Meng, Zexi Mao, Zhigang Ma, Ming Lin, Xuanchong Li, Huan Li, Zhen-Zhong Lan, Lu Jiang, Alexander G. Hauptmann, Chuang Gan, Xingzhong Du, Xiaojun Chang

CoRR, 2016

2015

Semisupervised Feature Selection via Spline Regression for Video Semantic Recognition.

Yahong Han, Yi Yang, Yan Yan, Zhigang Ma, Nicu Sebe, Xiaofang Zhou

IEEE Trans. Neural Networks Learn. Syst., 2015

Multitask Spectral Clustering by Exploring Intertask Correlation.

Yang Yang, Zhigang Ma, Yi Yang, Feiping Nie, Heng Tao Shen

IEEE Trans. Cybern., 2015

Multi-Class Active Learning by Uncertainty Sampling with Diversity Maximization.

Yi Yang, Zhigang Ma, Feiping Nie, Xiaojun Chang, Alexander G. Hauptmann

Int. J. Comput. Vis., 2015

CMU Informedia@TRECVID 2015: MED/SIN/LNK/SED.

Shoou-I Yu, Lu Jiang, Zhongwen Xu, Zhenzhong Lan, Shicheng Xu, Xiaojun Chang, Xuanchong Li, Zexi Mao, Chuang Gan, Yajie Miao, Xingzhong Du, Yang Cai, Lara J. Martin, Nikolas Wolfe, Anurag Kumar, Huan Li, Ming Lin, Zhigang Ma, Yi Yang, Deyu Meng, Shiguang Shan, Pinar Duygulu Sahin, Susanne Burger, Florian Metze, Rita Singh, Bhiksha Raj, Teruko Mitamura, Richard M. Stern, Alexander G. Hauptmann

Proceedings of the 2015 TREC Video Retrieval Evaluation, 2015

A Convex Formulation for Spectral Shrunk Clustering.

Xiaojun Chang, Feiping Nie, Zhigang Ma, Yi Yang, Xiaofang Zhou

Proceedings of the Twenty-Ninth AAAI Conference on Artificial Intelligence, 2015

2014

Semi-Supervised Multiple Feature Analysis for Action Recognition.

Sen Wang, Zhigang Ma, Yi Yang, Xue Li, Chaoyi Pang, Alexander G. Hauptmann

IEEE Trans. Multim., 2014

Image Attribute Adaptation.

Yahong Han, Yi Yang, Zhigang Ma, Haoquan Shen, Nicu Sebe, Xiaofang Zhou

IEEE Trans. Multim., 2014

Knowledge Adaptation with PartiallyShared Features for Event DetectionUsing Few Exemplars.

Zhigang Ma, Yi Yang, Nicu Sebe, Alexander G. Hauptmann

IEEE Trans. Pattern Anal. Mach. Intell., 2014

E-LAMP: integration of innovative ideas for multimedia event detection.

Wei Tong, Yi Yang, Lu Jiang, Shoou-I Yu, Zhen-zhong Lan, Zhigang Ma, Waito Sze, Ehsan Younessian, Alexander G. Hauptmann

Mach. Vis. Appl., 2014

Harnessing Lab Knowledge for Real-World Action Recognition.

Zhigang Ma, Yi Yang, Feiping Nie, Nicu Sebe, Shuicheng Yan, Alexander G. Hauptmann

Int. J. Comput. Vis., 2014

GLocal tells you more: Coupling GLocal structural for feature selection with sparsity for image and video classification.

Yan Yan, Haoquan Shen, Gaowen Liu, Zhigang Ma, Chenqiang Gao, Nicu Sebe

Comput. Vis. Image Underst., 2014

Balanced k-Means and Min-Cut Clustering.

Xiaojun Chang, Feiping Nie, Zhigang Ma, Yi Yang

CoRR, 2014

Informedia @ TRECVID 2014.

Shoou-I Yu, Lu Jiang, Zhongwen Xu, Zhenzhong Lan, Shicheng Xu, Xiaojun Chang, Xuanchong Li, Zexi Mao, Chuang Gan, Yajie Miao, Xingzhong Du, Yang Cai, Lara J. Martin, Nikolas Wolfe, Anurag Kumar, Huan Li, Ming Lin, Zhigang Ma, Yi Yang, Deyu Meng, Shiguang Shan, Pinar Duygulu Sahin, Susanne Burger, Florian Metze, Rita Singh, Bhiksha Raj, Teruko Mitamura, Richard M. Stern, Alexander G. Hauptmann, Anil Armagan, Yicheng Zhao

Proceedings of the 2014 TREC Video Retrieval Evaluation, 2014

Multiple Features But Few Labels?: A Symbiotic Solution Exemplified for Video Analysis.

Zhigang Ma, Yi Yang, Nicu Sebe, Alexander G. Hauptmann

Proceedings of the ACM International Conference on Multimedia, MM '14, Orlando, FL, USA, November 03, 2014

Event Detection Using Multi-level Relevance Labels and Multiple Features.

Zhongwen Xu, Ivor W. Tsang, Yi Yang, Zhigang Ma, Alexander G. Hauptmann

Proceedings of the 2014 IEEE Conference on Computer Vision and Pattern Recognition, 2014

2013

From Concepts to Events: a Progressive Process for Multimedia content Analysis.

Zhigang Ma

PhD thesis, 2013

Multi-Feature Fusion via Hierarchical Regression for Multimedia Analysis.

Yi Yang, Jingkuan Song, Zi Huang, Zhigang Ma, Nicu Sebe, Alexander G. Hauptmann

IEEE Trans. Multim., 2013

Feature Selection for Multimedia Analysis by Sharing Information Among Multiple Tasks.

Yi Yang, Zhigang Ma, Alexander G. Hauptmann, Nicu Sebe

IEEE Trans. Multim., 2013

Multimedia Event Detection Using A Classifier-Specific Intermediate Representation.

Zhigang Ma, Yi Yang, Nicu Sebe, Kai Zheng, Alexander G. Hauptmann

IEEE Trans. Multim., 2013

Image classification with manifold learning for out-of-sample data.

Yahong Han, Zhongwen Xu, Zhigang Ma, Zi Huang

Signal Process., 2013

Fusing inherent and external knowledge with nonlinear learning for cross-media retrieval.

Hong Zhang, Yun Liu, Zhigang Ma

Neurocomputing, 2013

Informedia@TRECVID 2013.

Zhenzhong Lan, Lu Jiang, Shoou-I Yu, Chenqiang Gao, Shourabh Rawat, Yang Cai, Shicheng Xu, Haoquan Shen, Xuanchong Li, Yipei Wang, Waito Sze, Yan Yan, Zhigang Ma, Nicolas Ballas, Deyu Meng, Wei Tong, Yi Yang, Susanne Burger, Florian Metze, Rita Singh, Bhiksha Raj, Richard M. Stern, Teruko Mitamura, Eric Nyberg, Alexander G. Hauptmann

Proceedings of the 2013 TREC Video Retrieval Evaluation, 2013

GLocal structural feature selection with sparsity for multimedia data understanding.

Yan Yan, Zhongwen Xu, Gaowen Liu, Zhigang Ma, Nicu Sebe

Proceedings of the ACM Multimedia Conference, 2013

We are not equally negative: fine-grained labeling for multimedia event detection.

Zhigang Ma, Yi Yang, Zhongwen Xu, Nicu Sebe, Alexander G. Hauptmann

Proceedings of the ACM Multimedia Conference, 2013

Thinking of Images as What They Are: Compound Matrix Regression for Image Classification.

Zhigang Ma, Yi Yang, Feiping Nie, Nicu Sebe

Proceedings of the IJCAI 2013, 2013

How Related Exemplars Help Complex Event Detection in Web Videos?

Yi Yang, Zhigang Ma, Zhongwen Xu, Shuicheng Yan, Alexander G. Hauptmann

Proceedings of the IEEE International Conference on Computer Vision, 2013

Complex Event Detection via Multi-source Video Attributes.

Zhigang Ma, Yi Yang, Zhongwen Xu, Shuicheng Yan, Nicu Sebe, Alexander G. Hauptmann

Proceedings of the 2013 IEEE Conference on Computer Vision and Pattern Recognition, 2013

2012

Discriminating Joint Feature Analysis for Multimedia Data Understanding.

Zhigang Ma, Feiping Nie, Yi Yang, Jasper R. R. Uijlings, Nicu Sebe, Alexander G. Hauptmann

IEEE Trans. Multim., 2012

Web Image Annotation Via Subspace-Sparsity Collaborated Feature Selection.

Zhigang Ma, Feiping Nie, Yi Yang, Jasper R. R. Uijlings, Nicu Sebe

IEEE Trans. Multim., 2012

Robust cross-media transfer for visual event detection.

Yang Yang, Yi Yang, Zi Huang, Jiajun Liu, Zhigang Ma

Proceedings of the 20th ACM Multimedia Conference, MM '12, Nara, Japan, October 29, 2012

Knowledge adaptation for ad hoc multimedia event detection with few exemplars.

Zhigang Ma, Yi Yang, Yang Cai, Nicu Sebe, Alexander G. Hauptmann

Proceedings of the 20th ACM Multimedia Conference, MM '12, Nara, Japan, October 29, 2012

Classifier-specific intermediate representation for multimedia tasks.

Zhigang Ma, Alexander G. Hauptmann, Yi Yang, Nicu Sebe

Proceedings of the International Conference on Multimedia Retrieval, 2012

Action recognition by exploring data distribution and feature correlation.

Sen Wang, Yi Yang, Zhigang Ma, Xue Li, Chaoyi Pang, Alexander G. Hauptmann

Proceedings of the 2012 IEEE Conference on Computer Vision and Pattern Recognition, 2012

2011

Exploiting the entire feature space with sparsity for automatic image annotation.

Zhigang Ma, Yi Yang, Feiping Nie, Jasper R. R. Uijlings, Nicu Sebe

Proceedings of the 19th International Conference on Multimedia 2011, Scottsdale, AZ, USA, November 28, 2011

l_{2, 1}-Norm Regularized Discriminative Feature Selection for Unsupervised Learning.

Yi Yang, Heng Tao Shen, Zhigang Ma, Zi Huang, Xiaofang Zhou

Proceedings of the IJCAI 2011, 2011